When Should an LLM Workflow Become Software? From Generative AI to ETL, NLP, and ML Pipelines

Abstract coming soon!

About the speaker

Ryan, Zhuang Qiang Bok

Founder at Seldon AI / Deep Insight Labs

Ryan Bok is the founder of Seldon AI and a machine learning practitioner with over a decade of experience spanning NLP, quantitative finance, national security, and enterprise AI. His current work focuses on learning from production LLM behavior and compiling mature AI workflows into more deterministic ETL, ML, and software pipelines. He previously worked on NLP systems for high-stakes environments, was a founding quantitative researcher at a $1B+ hedge fund, and led GenAI consulting at Dell Technologies. His research has been published at KDD 2025, ACM-ICAIS and other top AI conferences. He is a Kaggle Competition Master